Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "33"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 33 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 235 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 223 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_8403/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 33, Node 2:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.151944 0.218284 11.477920 2.519147 10.777910 0.551296 12.653362 2.294079 0.7625 0.7652 0.2748 17.146091 13.002079
2459593 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.924242 2.445526 16.904178 3.201459 3.023753 0.289823 5.289753 0.411874 0.7095 0.7058 0.2707 4.378159 4.024636
2459592 dish_ok 0.00% 100.00% 100.00% 0.00% - - 2.291306 0.170896 2.944800 0.074019 0.747815 0.146640 3.213894 0.024095 0.0302 0.0303 0.0011 nan nan
2459591 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.483093 2.965050 20.607650 4.482602 3.245329 0.830773 2.596191 0.191327 0.6512 0.6729 0.3825 3.709618 3.878826
2459590 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.185794 3.052437 18.408592 3.613589 3.372128 0.877446 2.378473 -0.807757 0.6548 0.6723 0.3774 5.844562 5.674372
2459589 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.570613 2.540845 11.558467 2.935652 22.332487 0.073287 7.130298 1.580199 0.6782 0.6820 0.3161 3.518437 3.506140
2459588 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.212280 2.550095 19.217110 4.777385 6.095127 0.767619 7.903383 0.988564 0.7568 0.7393 0.2349 11.909210 7.423709
2459587 dish_ok 100.00% - - - 100.00% 0.00% 349.831480 351.265025 inf inf -1.598895 106.442026 -4.675000 474.991646 nan nan nan 0.000000 0.000000
2459586 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.523473 1.109866 1.586888 0.290623 0.670054 -0.643112 1.614915 -0.902473 0.6575 0.6690 0.3683 4.460485 4.249827
2459585 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.559866 1.692718 2.983431 -0.057382 2.138523 -0.307817 5.598517 0.325004 0.0337 0.0327 0.0010 0.000000 0.000000
2459584 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.987310 18.948390 7.323402 4.881692 22.446989 19.596019 0.041237 -0.685708 0.6134 0.6320 0.3758 4.727516 4.572101
2459583 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.269415 2.557180 6.112799 2.667887 -0.034476 0.145800 1.330948 -0.253530 0.6471 0.6643 0.3986 6.340438 5.714638
2459582 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.133442 2.452824 5.253152 2.416864 1.071673 0.367491 1.994304 -0.024954 0.6565 0.6715 0.3942 5.317457 5.093380
2459581 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459580 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.289488 2.607955 6.094887 3.097265 -0.066430 0.215375 0.548260 -1.036389 0.6618 0.6776 0.3908 6.784394 6.075934
2459579 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.317572 2.472272 7.135250 3.493763 0.629265 0.644339 3.477143 1.075199 0.6563 0.6729 0.3906 2.949248 3.114622
2459578 dish_ok 0.00% 100.00% 100.00% 0.00% - - -0.674853 1.763160 0.717042 0.772151 -0.255237 1.186568 1.156760 -0.738287 0.0308 0.0311 0.0006 nan nan
2459577 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.611803 3.349131 5.757000 2.636611 2.043347 0.696129 -0.156585 -1.130765 0.6605 0.6802 0.3949 4.102224 4.076902
2459576 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.368828 2.381991 4.442228 1.682808 1.886426 0.785652 0.543594 -0.998914 0.6812 0.6959 0.3908 3.249402 3.183948
2459575 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.725225 2.280041 3.744517 1.687221 5.573407 -0.105201 5.778739 1.221108 0.7408 0.7416 0.3485 0.000000 0.000000
2459574 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.951927 2.242896 4.144707 1.464764 2.869639 0.245549 0.196938 -0.995822 0.6843 0.6991 0.3797 5.051267 4.749131
2459573 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.220299 2.659892 7.732329 3.988547 0.952275 0.690538 0.792125 -0.744871 0.6624 0.6816 0.4011 0.000000 0.000000
2459572 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.035089 2.334624 4.219773 1.700443 2.379531 0.115927 1.112210 -0.962629 0.6657 0.6833 0.4014 4.982391 4.871169
2459571 dish_ok 0.00% 100.00% 100.00% 0.00% - - -0.949645 1.628263 0.475159 0.750560 2.598224 -0.172890 0.913218 -0.798588 0.0317 0.0318 0.0007 nan nan
2459570 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.863930 0.731167 -1.358221 0.301158 -1.107788 0.140445 -0.841015 -1.043512 0.6433 0.6499 0.3629 5.843526 5.515649
2459569 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.060217 2.378393 4.932540 2.060464 6.045794 1.484451 5.671153 1.546185 0.7343 0.7439 0.2632 6.198062 5.297455
2459566 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.505063 2.460604 6.049768 2.611334 1.607553 0.544975 -0.149317 -1.006072 0.6682 0.6837 0.4068 0.000000 0.000000
2459565 dish_ok 0.00% - - - 100.00% 0.00% 0.628464 0.628464 0.580466 0.580466 -0.687930 -0.687930 -0.798047 -0.798047 nan nan nan 0.000000 0.000000
2459564 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.136203 3.397176 -1.922473 2.866349 -2.065527 -0.184025 -1.193469 -1.782700 0.6867 0.6781 0.3993 3.787632 3.317848
2459563 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.808426 7.359330 14.112768 23.862884 5.771596 14.409410 -0.645587 -1.974285 0.6724 0.6607 0.4066 4.872632 4.512327
2459562 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.621471 2.147441 -1.458737 0.960047 -2.466700 -0.417950 -0.858153 -1.435183 0.6827 0.6763 0.3912 3.648766 3.286128
2459561 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.097214 2.810694 -0.888147 1.526901 -2.188042 0.051165 -0.355247 -1.724615 0.6837 0.6757 0.3873 4.670146 3.775867
2459560 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.294235 2.346442 -1.309855 1.322355 -1.889230 0.292604 -0.763037 -1.784927 0.6822 0.6732 0.4012 4.432962 3.725598
2459559 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.073394 3.353035 -0.822745 1.838115 -1.775677 0.661169 -0.746105 -1.323798 0.6814 0.6777 0.3948 3.570229 3.152094
2459558 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.935115 7.532864 7.653322 12.473699 5.833529 14.489825 -0.772302 -1.743274 0.6801 0.6696 0.4062 2.680297 2.640462
2459557 dish_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0354 0.0323 0.0010 nan nan
2459556 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.104022 8.022925 7.949252 12.906051 4.535104 13.038033 -1.972093 -3.327770 0.6875 0.6789 0.3929 2.753872 2.601245
2459554 dish_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6804 0.6680 0.4144 nan nan
2459552 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.041573 8.981169 11.590306 17.974791 5.906443 20.570113 0.611531 0.182709 0.6837 0.6733 0.4091 5.695462 3.370898
2459551 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.160757 2.532008 -1.300250 1.671035 -3.020052 0.535806 -0.756101 -1.932216 0.6755 0.6676 0.4066 3.319682 3.022609
2459550 dish_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0305 0.0306 0.0010 nan nan
2459549 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.791416 7.164297 7.402878 13.128741 5.571547 14.433053 -0.806524 -2.450315 0.6775 0.6699 0.4155 2.762229 2.647497
2459542 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.366616 7.588841 14.915950 26.279495 -0.332798 1.202300 -1.257180 -2.085413 0.7389 0.7252 0.3725 3.456158 3.297366
2459541 dish_ok 100.00% 1.79% 1.79% 0.00% 100.00% 0.00% 3.488885 6.683336 9.620871 15.619124 5.658458 12.091134 2.905405 3.918354 0.7214 0.7062 0.3486 5.665241 5.150695
2459540 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.065586 3.748312 0.368244 2.768482 -2.678378 1.545419 -0.909223 -0.822206 0.7359 0.7127 0.3667 3.722529 3.130635
2459536 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.429125 11.638894 12.427193 21.885838 9.256560 21.127214 -2.089770 -4.451962 0.7126 0.7062 0.4244 9.083561 6.165562
2459535 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.849537 2.706481 0.041449 2.413594 -3.320428 1.647425 -1.061253 -1.473767 0.7669 0.7344 0.3856 3.246574 3.081692
2459534 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.195263 2.459953 -0.867782 1.555134 -2.156935 0.670153 -0.291380 -1.335206 0.7581 0.7341 0.3751 7.746409 7.133324
2459533 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.639203 8.153081 7.831968 13.341634 5.342919 13.507755 -0.249066 -1.604120 0.6980 0.6895 0.4049 2.713802 2.691462
2459532 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.045094 9.485516 10.320181 17.134161 5.675668 16.502388 -0.241650 -2.111021 0.6993 0.6880 0.4087 2.846954 2.774755
2459530 dish_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.006902 2.610641 -0.891286 1.374689 -2.815629 0.520101 -0.993330 -1.568307 0.7224 0.7087 0.4066 2.994668 2.917267
2459527 dish_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 dish_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 dish_ok 100.00% 100.00% 100.00% 0.00% - - 3.089393 5.428409 2.798178 9.667618 2.040005 1.212285 1.885106 -0.339852 0.0370 0.0357 0.0011 nan nan
2459508 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.065587 8.743543 6.806951 10.904707 5.913333 9.991138 6.752894 12.606910 0.8816 0.8980 0.2839 0.000000 0.000000
2459505 dish_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.670249 6.036046 8.580593 12.813832 1.476697 6.781876 -0.809522 -0.485766 0.8754 0.8328 0.2281 3.809950 3.372352

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 33: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 208.137754 7.432906 -0.349928 1.628029 0.344146 22.756808 17.580266 208.137754 156.965678

Antenna 33: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Power inf 13.986998 14.321532 inf inf 3248.709179 3271.069780 8321.903206 8321.819337

Antenna 33: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Shape 5.151649 -0.507698 5.151649 0.376329 0.387659 -0.785142 4.500279 -0.225586 4.132523

Antenna 33: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 18.675478 5.639276 0.203268 0.951894 0.314743 0.840578 -0.307586 18.675478 2.960472

Antenna 33: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 14.959651 6.513003 0.495982 0.868809 -0.416895 0.712227 -0.466880 14.959651 1.438280

Antenna 33: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 10.287418 -0.002606 2.063470 0.169376 1.418841 0.788280 -0.483757 0.627608 10.287418

Antenna 33: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 22.995604 8.619902 0.459109 3.220975 0.051135 2.776918 0.155115 22.995604 0.505735

Antenna 33: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 39.182657 0.361155 26.759190 0.111514 2.186599 -0.359935 11.339574 3.908046 39.182657

Antenna 33: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 13.866031 4.183521 -0.156698 -0.358029 -0.498392 2.941663 1.841024 13.866031 1.196897

Antenna 33: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 11.245451 -0.291423 2.520863 -0.365869 -0.041883 -0.732191 -0.360523 0.679729 11.245451

Antenna 33: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 7.015474 2.959564 -0.027179 -0.129190 -0.168949 -0.737129 -0.042883 7.015474 2.176515

Antenna 33: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 7.824526 4.975290 0.537379 -0.421282 0.255209 2.064160 0.133362 7.824526 1.655193

Antenna 33: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 9.768524 5.442598 0.309223 -0.356061 0.206422 3.618566 -0.672869 9.768524 -0.079108

Antenna 33: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 33: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 9.845061 -0.164089 6.335532 -0.163728 -0.188056 -0.355888 0.231003 0.298544 9.845061

Antenna 33: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 7.854151 3.039968 0.072302 -0.224791 -0.043591 -0.583348 -0.434197 7.854151 1.741881

Antenna 33: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 13.823446 7.048823 0.508322 -0.177023 0.387047 3.244227 0.952868 13.823446 2.693544

Antenna 33: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Shape 4.683050 -0.112159 4.683050 -0.255943 -0.484106 -1.296040 -0.037995 -0.868198 1.166711

Antenna 33: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 78.098986 6.130758 -0.154621 -0.243324 -0.182895 14.947513 12.957428 78.098986 44.909088

Antenna 33: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 134.349544 -0.356911 6.881107 -0.778066 -0.137718 34.163770 38.098237 76.281685 134.349544

Antenna 33: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 33: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 45.336433 -0.534736 4.129955 -0.610728 -0.324107 9.827121 10.941261 22.936833 45.336433

Antenna 33: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 35.080575 2.885420 -0.182868 -0.437046 -0.538827 0.574991 0.371096 35.080575 18.020493

Antenna 33: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 38.530312 -0.467093 4.606254 -0.227142 -0.424952 15.642603 17.156526 21.559422 38.530312

Antenna 33: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 17.685448 -0.268361 3.624476 -0.285610 -0.278568 -0.394685 2.923954 1.414312 17.685448

Antenna 33: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 18.483264 5.718896 -0.088992 -0.396169 -0.050692 3.342760 -0.898942 18.483264 0.279336

Antenna 33: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 55.713192 0.060823 7.376043 -0.058812 0.418808 42.618990 45.397477 33.550258 55.713192

Antenna 33: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 15.334222 0.177685 5.679422 -0.205503 -0.159840 -0.439812 3.213823 0.507043 15.334222

Antenna 33: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 51.676418 -0.138428 4.562739 -0.200091 -0.625519 12.880528 13.705154 32.288842 51.676418

Antenna 33: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 55.730974 -0.192127 4.681323 -0.424013 -0.512302 15.511282 17.346814 30.742730 55.730974

Antenna 33: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 51.989674 -0.223152 5.411447 -0.638443 13.243345 49.031640 50.548326 40.283033 51.989674

Antenna 33: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 Not Found nn Temporal Discontinuties 44.774326 11.025531 -1.288653 20.568632 -0.317171 35.045052 32.860159 44.774326 33.754054

Antenna 33: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 8.824122 4.125084 0.333922 -0.464539 -0.067755 1.148536 -0.514653 8.824122 2.466588

Antenna 33: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 22.650785 0.502850 6.623041 -0.559278 13.515255 2.439756 5.724773 1.484499 22.650785

Antenna 33: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 12.433325 0.108414 4.752965 0.113061 0.258509 -0.407203 2.120993 0.377758 12.433325

Antenna 33: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Power 18.725739 -0.197998 6.775136 -0.560979 18.725739 1.144411 12.046952 0.631030 11.459870

Antenna 33: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Variability 84.598258 13.529366 -0.919696 25.273221 -0.880587 84.598258 81.872135 44.036415 32.824722

Antenna 33: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 68.045893 -0.387053 7.589371 -0.918742 25.179757 45.538938 47.508036 49.837540 68.045893

Antenna 33: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 18.573926 0.416796 6.367758 0.533024 0.010702 0.246403 6.197212 0.431351 18.573926

Antenna 33: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 7.073305 2.627475 0.842202 -0.579002 -0.158774 -0.030931 0.293430 7.073305 3.493778

Antenna 33: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 36.409586 6.145425 -0.951616 13.442759 -0.786416 33.201257 31.466425 36.409586 26.687383

Antenna 33: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 38.883679 5.310793 -1.043234 13.782714 -1.068567 11.604487 11.013377 38.883679 30.530627

Antenna 33: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 47.280027 7.257361 -1.121018 14.799384 -1.019212 18.042378 17.574660 47.280027 35.499482

Antenna 33: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 11.150718 7.545293 3.064346 -0.127182 0.367250 6.226335 -0.370259 11.150718 2.364006

Antenna 33: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 44.557188 -1.109919 5.699415 -1.069036 14.059122 14.938534 18.200988 31.326523 44.557188

Antenna 33: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 31.661717 5.031413 -0.559647 14.019324 -0.684646 30.184457 26.929807 31.661717 20.654509

Antenna 33: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 49.178046 3.701737 -0.521438 10.621636 -0.560932 31.173410 29.095112 49.178046 34.398597

Antenna 33: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 55.179325 5.345313 -0.504026 12.682310 -0.804454 42.821054 42.385410 55.179325 39.041798

Antenna 33: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 48.190197 3.906515 -0.891962 11.304382 -0.917795 15.572230 13.959495 48.190197 30.805834

Antenna 33: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 81.211924 1.739812 6.646500 -0.591168 -0.369812 3.458808 4.379675 43.853830 81.211924

Antenna 33: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Variability 67.746070 -0.705340 3.708543 -0.776874 12.603207 56.720558 67.746070 15.111912 35.024506

Antenna 33: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Variability 74.084326 4.005390 -0.625584 10.749356 -0.565088 74.084326 61.282632 63.171266 27.154217

Antenna 33: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 195.565969 -0.064623 4.179179 -0.480465 13.462851 167.563255 176.026497 123.251056 195.565969

Antenna 33: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 65.091118 -0.011781 4.547006 -0.689822 10.702344 0.755166 25.933095 0.044556 65.091118

Antenna 33: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 16.147083 -0.712101 4.323157 -0.670373 10.864046 -1.135248 10.637385 0.879861 16.147083

Antenna 33: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 13.936183 1.599213 5.119832 -0.626960 -0.163762 -0.152994 2.868696 1.145898 13.936183

Antenna 33: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 52.262000 6.415582 -0.639254 13.153232 -0.672184 33.562994 0.140963 52.262000 0.077115

Antenna 33: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 25.161637 3.454145 1.845001 -0.276300 -0.513536 1.779604 -0.658770 25.161637 1.128826

Antenna 33: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Temporal Discontinuties 14.270830 1.410254 -0.275339 6.778363 -0.756533 6.704794 0.046606 14.270830 -0.357973

Antenna 33: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 RF_maintenance nn Power 8.424519 1.222989 -0.088929 8.424519 -0.637305 5.731654 0.664965 8.067899 -0.343740

Antenna 33: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 dish_ok nn Temporal Discontinuties 112.650779 3.110186 7.017144 15.639844 15.752741 90.010193 94.630414 2.884853 112.650779

Antenna 33: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 dish_ok nn Temporal Discontinuties 16.339114 -0.404469 0.556954 -1.909281 -0.788548 -1.289674 -1.465524 16.339114 0.081043

Antenna 33: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 dish_ok nn Temporal Discontinuties 16.064408 0.717058 0.170083 6.948567 -0.329463 3.765098 0.114955 16.064408 -0.322623

Antenna 33: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 dish_ok nn Temporal Discontinuties 58.316427 3.994460 0.340861 16.263882 -0.667190 10.020367 0.315944 58.316427 -0.133784

Antenna 33: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 dish_ok nn Power 21.009619 1.968510 0.580278 21.009619 -0.310817 16.654776 -0.129045 8.086565 0.054331

Antenna 33: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 dish_ok nn Temporal Discontinuties 54.660645 1.705920 11.128832 -0.644504 0.072111 1.216446 6.122715 1.224810 54.660645

Antenna 33: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 dish_ok nn Temporal Discontinuties 18.979048 11.632403 1.978391 -0.213184 -0.684879 4.200391 0.702471 18.979048 0.628057

Antenna 33: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 dish_ok ee Temporal Discontinuties 11776.037756 3125.607571 3125.607571 2947.734649 2947.734649 2338.399003 2338.399003 11776.037756 11776.037756

Antenna 33: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 dish_ok nn Temporal Discontinuties 2816.736319 757.341702 757.341702 685.596925 685.596925 709.735251 709.735251 2816.736319 2816.736319

Antenna 33: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 N02 dish_ok ee Temporal Discontinuties 1885.204607 648.072660 648.072660 657.867363 657.867363 587.960129 587.960129 1885.204607 1885.204607

Antenna 33: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 N02 dish_ok nn Temporal Discontinuties 8.299721 4.099037 1.537139 -0.652453 -0.885544 1.475509 -0.658744 8.299721 2.551067

Antenna 33: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Shape 9.491002 0.776092 9.491002 -0.680489 0.258965 0.904806 7.056356 0.306888 6.752145

Antenna 33: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 33: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Temporal Discontinuties 45.402113 2.809126 14.095720 5.711623 17.200746 2.890693 5.470754 2.298767 45.402113

Antenna 33: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Temporal Discontinuties 73.219760 3.842380 16.145386 6.943990 18.302245 3.298064 10.449459 3.281471 73.219760

Antenna 33: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Temporal Discontinuties 41.966015 3.644111 16.633603 5.476213 12.246525 3.785736 12.216613 1.650467 41.966015

Antenna 33: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 33: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Temporal Discontinuties 41.867727 12.014749 3.346705 14.759514 4.039385 35.680524 12.215990 41.867727 9.981021

Antenna 33: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Shape 13.569958 13.569958 3.456365 11.729683 4.248555 7.817306 1.555655 7.059494 -0.208781

Antenna 33: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Shape 16.810890 16.810890 3.758692 10.908525 3.804163 7.944128 0.344884 11.599572 -0.251501

Antenna 33: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Temporal Discontinuties 18.351486 4.039081 16.915346 5.083281 14.361696 0.991501 10.333616 0.812994 18.351486

Antenna 33: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Temporal Discontinuties 40.147344 16.255356 4.440854 16.828182 7.127038 9.188090 3.902746 40.147344 5.968584

Antenna 33: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Temporal Discontinuties 33.335478 3.973825 16.528493 5.737294 13.443944 7.780165 11.653957 4.281372 33.335478

Antenna 33: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Temporal Discontinuties 29.257003 18.123176 3.968285 14.182921 3.882087 10.717959 1.604014 29.257003 2.076837

Antenna 33: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Temporal Discontinuties 24.061589 4.183717 19.994123 4.735976 19.847690 6.982244 18.220746 3.228634 24.061589

Antenna 33: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Power 17.714834 16.276011 3.551087 17.714834 5.109604 5.896922 13.253098 12.588199 1.961764

Antenna 33: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Temporal Discontinuties 46.388239 25.546478 3.593417 16.084260 4.432975 11.913571 13.726973 46.388239 4.947273

Antenna 33: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 33: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Power 2.971341 2.404021 0.908286 0.211057 2.971341 0.109334 -0.285305 0.094113 1.593399

Antenna 33: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Temporal Variability 6.392896 3.202650 2.550689 4.608633 1.768260 6.392896 2.068976 6.087237 2.159839

Antenna 33: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Temporal Discontinuties 6.528373 3.865637 2.737379 4.472771 2.100504 1.030151 0.060323 6.528373 -1.077445

Antenna 33: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Power 3.328708 0.718908 2.578970 -0.449426 3.328708 -0.030239 -1.555540 0.900301 1.036953

Antenna 33: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Temporal Variability 17.924565 3.255360 4.902430 3.423364 12.260314 3.671794 17.924565 -0.921715 6.832053

Antenna 33: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok nn Shape 2.773911 0.881086 2.773911 2.226594 0.057368 -0.033518 -0.515957 2.244609 0.053053

Antenna 33: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Power 14.918503 3.319701 5.381593 2.239287 14.918503 2.807562 12.905079 1.854219 7.885948

Antenna 33: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Power 13.803445 4.059326 2.926721 13.803445 2.214818 12.904489 2.746201 2.642057 0.259539

Antenna 33: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Temporal Variability 13.282747 3.238968 4.594729 1.763912 11.166720 3.211584 13.282747 -0.384329 6.881254

Antenna 33: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Power 8.249051 3.045495 4.061677 1.352138 8.249051 1.736194 7.372483 -0.790920 4.247401

Antenna 33: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Power 12.826694 3.020465 5.073330 2.389627 12.826694 2.411060 11.759456 0.818145 9.026022

Antenna 33: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
33 2 dish_ok ee Temporal Variability 9.945721 3.886485 4.735514 1.828034 8.979033 2.648539 9.945721 4.376872 5.795677